Grid4C uses machine-learning capabilities to provide predictive analytics to energy value chain participants. The company's solutions analyze data collected from millions of smart meters alongside customer data, weather data, and pricing information to maximize the efficiency of energy operations and increase customer engagement. The Grid4C portfolio consists of a load research and forecasting solution, which provides accurate load forecasts at the meter/submeter and subhour levels, as well as revenue protection, meter operational monitoring, customer segmentation, customer churn analysis, and customer engagement solutions.